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feat(scheduler): workflow recipes with confirm-before-create

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Store self-contained playbook recipes on scheduled jobs, add schedule_propose draft gate, and run playbook instructions at fire time instead of only short reminders.

Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
oliver 2026-07-14 09:58:39 +08:00
parent ad5d1db3c6
commit d036190195
10 changed files with 989 additions and 49 deletions
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34
runtime/scheduler/turn_text.py
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@ -1,5 +1,9 @@
from __future__ import annotations
from typing import Any
from runtime.scheduler.recipe import compile_playbook_instruction, recipe_has_playbook
def format_scheduled_user_reminder(prompt_text: str) -> str:
body = str(prompt_text or "").strip()
@ -10,10 +14,19 @@ def format_scheduled_user_reminder(prompt_text: str) -> str:
return f"⏰ 提醒：{body}"
def build_scheduled_turn_instruction(*, prompt_text: str, mode: str, lang: str) -> str:
"""Internal LLM instruction for proactive scheduled reminders (not user-facing)."""
intent = str(prompt_text or "").strip()
def build_scheduled_turn_instruction(
*,
prompt_text: str,
mode: str,
lang: str,
recipe: dict[str, Any] | None = None,
) -> str:
"""Internal LLM instruction for proactive scheduled reminders/playbooks (not user-facing)."""
_ = str(mode or "scheduled").strip()
if recipe_has_playbook(recipe):
return compile_playbook_instruction(recipe=recipe or {}, lang=lang)
intent = str(prompt_text or "").strip()
is_en = str(lang or "").lower().startswith("en")
if is_en:
return (
@ -30,8 +43,21 @@ def build_scheduled_turn_instruction(*, prompt_text: str, mode: str, lang: str)
)
def scheduled_turn_system_suffix(*, lang: str) -> str:
def scheduled_turn_system_suffix(*, lang: str, playbook: bool = False) -> str:
is_en = str(lang or "").lower().startswith("en")
if playbook:
if is_en:
return (
"\n\n[Scheduled playbook mode] You are executing a recurring workflow for the user. "
"Follow the playbook steps, use tools as needed, and deliver a useful update "
"(including save_deliverable_attachment for generated files). "
"Do not pretend the user just messaged you."
)
return (
"\n\n【定时工作流模式】你正在执行周期性工作流。"
"按 playbook 步骤完成任务，按需调用工具；若生成文件须 save_deliverable_attachment。"
"不要假装用户刚刚发了消息，不要只回一句空提醒。"
)
if is_en:
return (
"\n\n[Scheduled job mode] You are sending a proactive reminder to the user. "